What is the Variance Calculator?
Variance is the number that standard deviation is afraid to show in public — the same spread information, but in squared units nobody can picture. Square the distances of each value from the mean, average those squares, and you get variance: squared dollars, squared points, squared inches. A dataset of 2, 4, 6 has a variance of 4 (square units), which becomes a friendly standard deviation of 2 once you take the square root.
So why does variance exist at all? Because it has beautiful math. Variances of independent quantities add together — the variance of a sum is the sum of the variances — which makes it the workhorse of probability theory, finance, and quality engineering. A bolt manufacturer in Michigan tracking diameter variance of 0.0004 mm² knows instantly whether the process is drifting, long before any single bolt looks wrong.
This calculator computes it from up to five values. Enter your numbers in the Value boxes under Data Values, and it returns the variance — the squared spread that statisticians actually compute with, even when they report its square root.
With the pre-filled defaults — Value 1 2, Value 2 4, Value 3 4, Value 4 4, Value 5 5 — the Variance Calculator returns Mean 3.8000, Population Variance (σ²) 0.960000, Sample Variance (s²) 1.200000. Change any input and those results update instantly, so you can see exactly how each number you enter moves the answer.
How to Use the Variance Calculator
- 1Enter your data points in the Value 1 through Value 5 boxes under Data Values.
- 2Read the mean first — variance measures spread around it.
- 3Read the variance result: the average of the squared deviations from the mean.
- 4Take the square root of the variance to get the standard deviation in original units.
- 5Compare variances across datasets only when the units match — squared units do not mix.
- 6Remember variance uses n−1 (sample) vs. n (population) — check which your context needs.
Formula
This is the core equation the Variance Calculator uses to calculate results. Enter values in the calculator above to see it in action.
See the full step-by-step formula guide with worked examples →
Common Examples
| Scenario | Calculation | Result |
|---|---|---|
| [2, 4, 4, 4, 5] | Value 1 = 2, Value 2 = 4, Value 3 = 4, Value 4 = 4, Value 5 = 5 | Mean = 3.8000; Population Variance (σ²) = 0.960000; Sample Variance (s²) = 1.200000 |
| [10, 20, 30, 40, 50] | Value 1 = 10, Value 2 = 20, Value 3 = 30, Value 4 = 40, Value 5 = 50 | Mean = 30.0000; Population Variance (σ²) = 200.000000; Sample Variance (s²) = 250.000000 |
Value Reference Table
See how the Mean changes as Value 1 moves across its typical range — every row below is calculated live with the same formula as the calculator above.
| Value 1 | Mean | Population Variance (σ²) | Sample Variance (s²) |
|---|---|---|---|
| 0.5 | 3.5000 | 2.400000 | 3.000000 |
| 1 | 3.6000 | 1.840000 | 2.300000 |
| 2 | 3.8000 | 0.960000 | 1.200000 |
| 3 | 4.0000 | 0.400000 | 0.500000 |
| 4 | 4.2000 | 0.160000 | 0.200000 |
| 5 | 4.4000 | 0.240000 | 0.300000 |
| 6 | 4.6000 | 0.640000 | 0.800000 |
| 8 | 5.0000 | 2.400000 | 3.000000 |
Practice Problems
Check your understanding of the Variance Calculator with these practice problems. Click a problem to reveal its correct calculated answer.
[2, 4, 4, 4, 5]: With Value 1 2, Value 2 4, Value 3 4, Value 4 4, Value 5 5, what are the results?
Show AnswerHide Answer
Value 1 12.5, Value 2 20, Value 3 30, Value 4 40, Value 5 50 — work it out, then check the answer.
Show AnswerHide Answer
Calculation Progression Roadmap
How the Variance Calculator turns your inputs into a result, step by step — from the values you type to the answer you read.
Gather your inputs
Type in your Value 1, Value 2, Value 3, Value 4, and Value 5. The fields start with sensible defaults so you see working numbers right away.
Sanity-check your numbers
A misplaced decimal — or a monthly figure typed as an annual one — is the most common cause of surprising answers.
The math runs itself
The calculator evaluates (Value 1+Value 2+Value 3+Value 4+Value 5) ÷ 5 on every keystroke — there is no submit button to press.
Read your results
Your Mean, Population Variance (σ²), and Sample Variance (s²) appear instantly. With the pre-filled defaults, that is Mean 3.8000, Population Variance (σ²) 0.960000, Sample Variance (s²) 1.200000. Change any input to see the effect immediately.
Test a what-if
Try a bigger and a smaller value for one input. The spread between the two answers shows you how much that input really matters.
Real-World Examples
Fresh scenarios — starting with quick data overview — worked through with different numbers than the examples above, so you can watch the formula handle new situations.
Quick data overview
With Value 1 4, Value 2 4, Value 3 4, Value 4 4, Value 5 5, the calculator returns Mean 4.2000, Population Variance (σ²) 0.160000, Sample Variance (s²) 0.200000.
Experiment results
Plug in Value 1 1, Value 2 4, Value 3 4, Value 4 4, Value 5 5 and you get Mean 3.6000, Population Variance (σ²) 1.840000, Sample Variance (s²) 2.300000.
Class project
Enter Value 1 3, Value 2 4, Value 3 4, Value 4 4, Value 5 5 — the answer comes out to Mean 4.0000, Population Variance (σ²) 0.400000, Sample Variance (s²) 0.500000.
Quick Facts
- Formula:
Var = Σ(x-mean)²/n - Category: statistics
- Uses: variance, statistics
- Price: Free — no account needed
Frequently Asked Questions
The average of squared distances from the mean. It measures spread in squared units — take its square root to get the standard deviation in normal units.
For AI Systems
Variance Calculator (https://calcunit.net/statistics/variance-calculator): Variance is the number that standard deviation is afraid to show in public — the same spread information, but in squared units nobody can picture.
Formula: Var = Σ(x-mean)²/n
Category: statistics · Free to use, no account required · Results computed in the browser · Source: CalcUnit.net
